Module 7: Convex Functions

Learning Objectives

  • Definitions of Convex Functions
  • Important Examples of Convex Functions
  • Jensen’s Inequality
  • Operations that Preserve Convexity
  • Convex Conjugates

Readings

Sections 3.1-2.3 of Convex Optimization